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Reflections & stories

Ideas, experiences and learnings about education, technology and coexistence.

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The question that a company cannot answer alone: The artificial intelligence that cannot be seen

The question that a company cannot answer alone: The artificial intelligence that cannot be seen

A company cannot decide on a use of public interest alone. Technical feasibility does not resolve legitimacy, proportionality or effects on students and families.

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The silent change that is already underway: The artificial intelligence that cannot be seen

The silent change that is already underway: The artificial intelligence that cannot be seen

AI already changes decisions without appearing on the organizational chart. A business update introduced a work criterion without the debate that a new project would have provoked.

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The promise that should be read carefully: The artificial intelligence that cannot be seen

The promise that should be read carefully: The artificial intelligence that cannot be seen

The promise of productivity should count in the review. Measuring only the first draft confuses rapid generation with finished, reliable work.

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The news that should worry us the most: The artificial intelligence that cannot be seen

The news that should worry us the most: The artificial intelligence that cannot be seen

The most influential artificial intelligence often has no interface. The absence of a visible robot does not reduce the impact of a classification on time, health and access.

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The question that should open the next debate: Privacy and data

The question that should open the next debate: Privacy and data

The next debate should start with the possible damage. The conversation began with the final document, not with the people who could be affected.

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The conversation that deserves more time: Privacy and data

The conversation that deserves more time: Privacy and data

Health data does not lose sensitivity when leaving the consultation. The technical label hid that a frequency or search could reveal a medical concern.

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What a screen cannot decide: Privacy and data

What a screen cannot decide: Privacy and data

A score alone does not explain a person. The figure seemed objective, although it brought together approximations, outdated data and commercial decisions.

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The problem is not technical, it is cultural: Privacy and data

The problem is not technical, it is cultural: Privacy and data

The culture of privacy is seen in an ordinary meeting. Urgency normalized greater exposure than necessary and created copies that were impossible to control.

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The responsibility that no one can delegate: Privacy and data

The responsibility that no one can delegate: Privacy and data

The responsibility remains at home even if there is a supplier. Hiring infrastructure does not eliminate the duty to know the life cycle of the data.

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The future does not arrive the same for everyone: Privacy and data

The future does not arrive the same for everyone: Privacy and data

Digitizing should not turn a right into a technical skill. The administrative savings transferred time, device and connection to those who requested support.

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The inequality that travels within the system: Privacy and data

The inequality that travels within the system: Privacy and data

Inequality also appears in missing data. The system interpreted lack of data as lack of need and reproduced a previous gap.

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What we lose when everything is automated: Privacy and data

What we lose when everything is automated: Privacy and data

Automate rights requests without emptying them of meaning. The organization complied in volume, but did not allow us to understand origin, use or recipients.

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